Corruption Risk · 4-Vector Breakdown
Corruption isn't just trade-based. Here's the four ways political pressure can flow, scored independently from the public record.
Vector 1 · Personal Enrichment trade-based
Rep. Fischbach has filed zero trades across all available disclosure periods, with no purchases, sales, or family trades recorded (`get_sponsor_profile.profile.trading_style`). This makes her one of the cleanest profiles on trading-related conflict metrics, presenting no stock trading footprint whatsoever. There are no sector anomalies to analyze due to the complete absence of trading activity.
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
PAC support totals $9.71M over five years, with top industries being corporate_other (29.7%), leadership PACs (14.3%), and agriculture (13.6%) (`get_donor_industry_breakdown.top_industries`). Individual contributions total $2.93M, with the largest donor count from self-employed/unemployed individuals (`get_sponsor_profile.profile.total_indiv_raised_usd`, `get_sponsor_profile.profile.top_donor_industries`).
PAC raised$9.7M
Individual—
Vector 3 · Committee Pressure lobbying around
Moderate capture signal from agriculture ($1.32M in PAC funds, 13.6% of total) and finance ($420K, 4.3%) industries, channeled through committee jurisdiction on tax and trade policy (`get_donor_industry_breakdown.top_industries`).
agriculture
$1.32M in PAC funds from agriculture, 13.6% of total (`get_donor_industry_breakdown.top_industries[2]`)
↳ PAC donations influencing tax/trade policy in Ways and Means Committee
Top influence channels
PAC Donations
corporate_other
$9.7M
Committee Jurisdiction
House Ways and Means Committee
—
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 357 votes (12mo) · 200 on passage · 100% with party on passage votes
Votes/wk (top band)
with party
against party
present / unknown
Vote markers (passage only)
yea (with party)
nay (with party)
against party
Trades
buy
sell
Bills sponsored
★ introduced
Predictions / pipeline
model fire
committee bill
🔮 GOVGREED FORECAST · 30-DAY WINDOW
Predicted next trades · 24 active
Recent Activity
No reported stock trades.
Voting Pattern
Maintains perfect 100% attendance, voting yea on 60 of 75 recent votes and nay on 9 (`get_voting_record.attendance_pct`, `get_voting_record.yea_count`, `get_voting_record.nay_count`). Recent high-profile votes include support for HR.2493 and S.1020, and opposition to HR.1689 (`get_voting_record.recent_high_profile_votes`).
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